How to write Claude Code slash commands — orchestrator pattern, agent dispatch, auto-detection
Audit Go concurrency — goroutines, channels, mutexes, context propagation, race conditions
Deep audit of Go error handling — wrapping, inspection, logging, panic/recover patterns
Evidence-based readiness assessor — defaults to NEEDS WORK, refuses fantasy A+ ratings, demands overwhelming proof before declaring anything production-ready
Detects swallowed errors, empty catch blocks, log-and-forget patterns, and fallback masks that hide failures. Zero tolerance for silent failures. Severity-graded output with concrete fixes per language
Goal-backward verification — validates implementation results match stated goals using 4-level substantiation (exists/substantive/wired/data-flow)
Russian typography and editorial standards — quotes, dashes, NBSP, number formatting, info-style anti-patterns. Use when writing, editing, or reviewing Russian text (UI copy, articles, emails, marketing, microcopy)
Runs Playwright against gan-generator's output, scores against the plan's rubric, returns concrete failures. Step 3 of 3 in GAN harness — the adversarial verification step